#313: Automate your data exchange with Pydantic
Talk Python To Me22 Huhti 2021

#313: Automate your data exchange with Pydantic

Data validation and conversion is one of the truly tricky part of getting external data into your app. This might come from a REST API, a file on disk, or somewhere else. This includes checking for required fields, correct data types, converting from compatible types (for example, strings to numbers), and much more. Pydantic is one of the best ways to do this in modern Python using dataclass-like constructs and type annotations to make it all seamless and automatic.

Jaksot(543)

#296: Python in F1 racing

#296: Python in F1 racing

Quick: Name the 3 most advanced engineering organizations you can think of? Maybe an aerospace company such as SpaceX or Boeing come to mind. Maybe you thought of CERN and the LHC. But in terms of bes...

23 Joulu 20201h 5min

#295: GIS + Python

#295: GIS + Python

Geography is the study of places and the relationships between people and their environments. Often we think of maps, but maps are static. GIS gets interesting when you realize that we're studying and...

18 Joulu 202057min

#294: oso authorizes Python

#294: oso authorizes Python

When we think about accounts and security, we often think about identity (logging in and proving who you are). But for many applications, especially internal apps at large organizations, that's just s...

7 Joulu 202051min

#293: Learning how to learn as a developer

#293: Learning how to learn as a developer

As software developers, we live in a world of uncertainty and flux. Do you need to build a new web app? Well maybe using Django makes the most sense if you've been doing it for a long time. There is F...

1 Joulu 20201h

#292: Pythonic identity (auth in Python ecosystem)

#292: Pythonic identity (auth in Python ecosystem)

So you're excited about that next app you're about to build. You can visualize the APIs with the smooth scalability taking to the mobile apps. You can see how, finally, this time, you'll get deploymen...

26 Marras 20201h 5min

#291: Operational Resilience with Pyomo

#291: Operational Resilience with Pyomo

Do you have a scientific system that needs optimization or solving? Our guest, on this episode, Clark Petri is here to tell us all about pyomo. This is a library that can solve all sorts of cool probl...

22 Marras 202059min

#290: Side Hustles for Data Scientists

#290: Side Hustles for Data Scientists

Are you a data scientist looking to branch out on your own and start something new? Maybe you're just looking for a way to work with those exciting libraries that aren't yet in play at the day job. Ra...

13 Marras 20201h 8min

#289: Discovering exoplanets with Python

#289: Discovering exoplanets with Python

When I saw the headline "Machine learning algorithm confirms 50 new exoplanets in historic first" I knew the Python angle of this story had to be told! And that's how this episode was born. Join David...

9 Marras 202047min